Ubiquitous Networking

LNCS 10542

Essaid Sabir Ana García Armada Mounir Ghogho Mérouane Debbah (Eds.)

Ubiquitous Networking Third International Symposium, UNet 2017 Casablanca, Morocco, May 9–12, 2017 Revised Selected Papers

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Lecture Notes in Computer Science Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zurich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany

10542

More information about this series at http://www.springer.com/series/7411

Essaid Sabir Ana García Armada Mounir Ghogho Mérouane Debbah (Eds.) •

•

Ubiquitous Networking Third International Symposium, UNet 2017 Casablanca, Morocco, May 9–12, 2017 Revised Selected Papers

123

Editors Essaid Sabir ENSEM, Hassan II University of Casablanca Casablanca Morocco Ana García Armada Universidad Carlos III de Madrid Madrid Spain

Mounir Ghogho International University of Rabat, Morocco, and University of Leeds, UK Leeds UK Mérouane Debbah CentraleSupélec LANEAS Gif-sur-Yvette France

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Computer Science ISBN 978-3-319-68178-8 ISBN 978-3-319-68179-5 (eBook) https://doi.org/10.1007/978-3-319-68179-5 Library of Congress Control Number: 2017958827 LNCS Sublibrary: SL5 – Computer Communication Networks and Telecommunications © Springer International Publishing AG 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

About the UNet Conference Series

The International Conference on Ubiquitous Networking (UNet) is an international scientific event that highlights new trends and findings in hot topics related to ubiquitous computing/networking. Ubiquitous networks sustain the development of numerous paradigms/technologies such as distributed ambient intelligence, context-awareness, cloud computing, wearable devices, and future mobile networking (e.g., B4G and 5G). Various domains are then impacted by such a system, for example, security and monitoring, energy efficiency and environment protection, e-health, precision agriculture, intelligent transportation, home-care (e.g., for elderly and disabled people), etc. Communication in such a system has to cope with many constraints (e.g., limited capacity resources, energy depletion strong fluctuations of traffic, real-time paradigm, dynamic network topology, radio link breakage, interferences, etc.) and has to meet the new application requirements. Ubiquitous systems bring many promising paradigms aiming to deliver significantly higher capacity to meet the huge growth of mobile data traffic and to accommodate efficiently dense and ultra-dense systems. A crucial challenge is that ubiquitous networks should be engineered to better support existing and emerging applications including broadband multimedia, machine-to-machine applications, Internet of Things, sensor networks, and RFID technologies. Many of these systems require stringent quality-of-service (QoS) including better latency, reliability, higher spectral and energy efficiency, but also some quality-of-experience and quality-of-context constraints. The main purpose of this conference is to serve as a forum that brings together researchers and practitioners from academia and industry to discuss recent developments in pervasive and ubiquitous networks. This conference will provide a forum to exchange ideas, discuss solutions, debate identified challenges, and share experiences among researchers and professionals. UNet also aims to promote the adoption of new methodologies and to provide the participants with advanced and innovative tools able to catch the fundamental dynamics of the underlying complex interactions (e.g., game theory, mechanism design theory, learning theory, SDR platforms, etc.). Papers describing original research on both theoretical and practical aspects of pervasive computing and future mobile computing (e.g., LTE-A, LTE-B, 5G, IoT) were invited for submission to UNet 2017.

Welcome Message from the UNet 2017 Chairs

It is our pleasure to welcome you to the proceedings of the 2017 edition of the International Symposium on Ubiquitous Networking, UNet 2017. The conference was held in the city of Casablanca, Morocco, during May 9–12, following up on the success of past editions. Morocco boasts a growing and active community of networking researchers and the choice of Casablanca for UNet 2017 allowed its attendees, coming from all parts of the globe, to interact in a fascinating environment. The growth of pervasive and ubiquitous networking in the past few years has been unprecedented. Today, a significant portion of the world’s population is connected to the Internet most of the time through smart phones, while the Internet of Things promises to broaden the impact of the Internet to encompass devices ranging from electric appliances and medical devices to unmanned vehicles. The goal of UNet is to be a premier forum for discussing technical challenges and solutions related to such a widespread adoption of networking technologies, including broadband multimedia, machine-to-machine applications, Internet of Things, sensor networks, and RFID technologies. Toward this aim, we organize four main technical tracks of papers covering all the aspects of ubiquitous networks. The UNet 2017 program featured four special talks addressed by distinguished keynote speakers: Prof. George K. Karagiannidis from the University of Thessaloniki (Greece), Prof. Sofie Pollin from KU Leuven/ESAT/TELEMIC (Belgium), Prof. Liuqing Yang from Colorado State University (USA), and Prof. Halim Yanikomeroglu from Carleton University (Canada). Three tutorials on Backhaul/Fronthaul for 5G heterogeneous networks, on IoT for smart cities and on the most recent efforts in 5G area were also scheduled; they were delivered by Prof. Mohamed-Slim Alouini from KAUST (Saudi Arabia), Prof. Muhammad Zeeshan Shakir from the University of West Scotland (UK), Prof. Antonio J. Jara from the University of Applied Sciences (Western Switzerland), and Prof. Mehdi Bennis from Oulu University (Finland). This year, UNet was co-located with the IEEE 5G Summit Casablanca led by Prof. Latif Ladid (founder and chair of the IPv6 Forum and the 5G World Alliance, University of Luxembourg), Prof. Essaid Sabir (ENSEM, Hassan II University of Casablanca), and Prof. Mounir Ghogho (UIR Rabat-Morocco; University of Leeds, UK) exhibiting the new trends and research efforts, as well as the latest industrial innovations in 5G networks. This new edition of the UNet conference series boasted a rich program that reflects the most recent advances in ubiquitous computing, involving a broad range of theoretical tools (e.g., game theory, mechanism design theory, learning theory, etc.) and practical methodologies (e.g., SDR/SDN platforms, Embedded systems, etc.) to study modern technologies (e.g., LTE-A, LTE-B, 5G, IoT). We are very grateful to our technical sponsors, without whom UNet 2017 would not have been viable. We would like to thank Springer, IPv6 Forum, 5G World Alliance, IEEE Internet of Things, and IEEE Big Data. Among our Moroccan collaborators, we are especially thankful to the Hassan II University of Casablanca, ENSEM, FSTM,

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Welcome Message from the UNet 2017 Chairs

and ESTC for hosting and co-organizing this exciting event. We are also very thankful to all our sponsors and patrons (ANRT, CNRST, CN&S, National Instruments, MasterTec, SERDILAB, VOCALCOM, etc.) May 2017

M. Ghogho M. Debbah M. Sadik A. Badri

Welcome Message from the TPC Chairs

It is with great pleasure that we welcome you to the proceedings of the 2017 International Symposium on Ubiquitous Networking (UNet 2017) held in Casablanca, Morocco. The symposium comprised an interesting technical program of four technical tracks reporting on recent advances in context-awareness, autonomy paradigms, mobile edge networking, virtualization, ubiquitous Internet of Things and discussing the enablers, the challenges, and the applications of ubiquitous communications and networking in today’s contexts as well as those of the future. UNet 2017 also featured: four keynote speeches by world-class experts; three tutorials covering the new trends and the research and industrial efforts in 5G, Internet of Things, next-generation fronthauling/backhauling, and software-defined networking; and two invited papers sessions. We have received 127 paper submissions from 18 countries and four continents. From these, 51 were accepted as main track papers and five additional papers were accepted as invited session papers after a careful review process to be included in the UNet 2017 proceedings. The overall acceptance rate for UNet 2017 was 40%. The preparation of this excellent program would not have been possible without the dedication and the hard work of the different Chairs, the Keynote speakers, the Tutorial speakers, and all THE Technical Program Committee members and reviewers. We take this opportunity to acknowledge their valuable work and sincerely thank them for their help in ensuring that UNet 2017 will be remembered as a high-quality event. We hope that you will enjoy this edition’s proceedings. May 2017

E. Sabir A. Armada R. El-Azouzi M. Benjillali S. Lasaulce F. De Pellegrini

Organization

Technical Program Committee Mojtaba Aajami Taufik Abrão Mohamed-Slim Alouini Tansu Alpcan Eitan Altman Said Andaloussi Angelos Antonopoulos Yacine Atif Elarbi Badidi Abdelmajid Badri Gaurav Bansal Haythem Bany Salameh Stylianos Basagiannis Paolo Bellavista Yann Ben Maissa Jalel Ben Othmane Yahya Benkaouz Mehdi Bennis Ana Bernardos Nik Bessis Md Zakirul Alam Bhuiyan Andrew Blaich Gennaro Boggia Eleonora Borgia Noureddine Boudriga Olivier Brun Bin Cao Chung Shue Chen Yan Chen Satish Chikkagoudar Raphael Couturier

Yonsei University, Korea State University of Londrina, Brazil KAUST, Saudi Arabia The University of Melbourne, Australia Inria Sophia Antipolis, France Hassan II University of Casablanca, Morocco Telecommunications Technological Centre of Catalonia, Spain College of Information Technology, UAE University, Al-Ain, United Arab Emirates College of Information Technology, UAE University, Al-Ain, United Arab Emirates FSTM, Hassan II University of Casablanca, Morocco Toyota InfoTechnology Center, USA Yarmouk University, Irbid, Jordan United Technologies Research Centre, Cork, Ireland University of Bologna, Italy INPT, Rabat, Morocco University of Paris 13, France FSR, Mohammed V University of Rabat, Morocco Centre of Wireless Communications, University of Oulu, Finland Universidad Politecnica de Madrid, Spain Edge Hill University, UK Fordham University, New York, USA Lookout Security, USA Politecnico di Bari, Italy IIT-CNR, Italy Sup’COM, Cartage University, Tunisia Laboratoire d’Analyse et d’Architecture des Systemes, Toulouse, France Harbin Institute of Technology Shenzhen, P.R. China Bell Labs, Nokia, Nozay, France University of Electronic Science and Technology of China, Chengdu, P.R. China Pacific Northwest National Laboratory, USA University of Franche-Comte, France

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Organization

Francesco De Pellegrini Merouane Debbah Riadh Dhaou Salvatore Distefano Ciprian Dobre Schahram Dustdar Faissal El Bouanani Hajar El Hammouti Rachid El-Azouzi Halima Elbiaze Mohamed Elkamili Mohammed Erradi Mohammad Essaaidi Xenofon Fafoutis Gianluigi Ferrari Dieter Fiems Rosa Figueiredo Miguel Franklin de Castro Vasilis Friderikos Weihua Gao Ana Garcia Armada Alireza Ghasempour Mounir Ghogho Jitender Grover Jayavardhana Gubbi Alexandre Guitton Oussama Habachi Majed Haddad Mostafa Hefnawi José Luis Hernandez Scott Hissam Khalil Ibrahimi Muhammad Ali Imran Dimosthenis Ioannidis Muhammad Jaseemuddin Tania Jimenez Carlos Kamienski Vasileios Karyotis Abdelmajid Khelil Donghyun Kim Hyunbum Kim Marwan Krunz

Creat-Net/INSPIRE, Trento, Italy Centrale-Supelec/Huawei Technologies, Paris, France IRIT/ENSEEIHT, University of Toulouse, France University of Kazan, Russia University Politehnica of Bucharest, Romania Vienna University of Technology, Austria ENSIAS, Mohammed V University in Rabat, Morocco INPT, Rabat, Morocco University of Avignon, France University of Quebec, Montreal, Canada FSDM, Sidi Mohammed Ben Abdellah University of Fez, Morocco ENSIAS Mohammed V University of Rabat, Morocco ENSIAS, Mohammed V University of Rabat, Morocco University of Bristol, UK University of Parma, Parma, Italy Ghent University Ghent, Belgium University of Avignon, Avignon, France Federal University of Ceará Fortaleza, Brazil King’s College London, UK Qualcomm, Inc., USA Universidad Carlos III de Madrid, Spain University of Applied Science and Technology, Iran University of Leeds, UK Maharishi Markandeshwar University, Kurukshetra, India TCS Research and Innovation, India Clermont University, France University of Limoges, France University of Avignon, France Royal Military College of Canada, Canada Ramos University of Murcia, Spain Carnegie Mellon, USA University of Ibn Tofail, Kénitra, Morocco University of Glasgow, UK Information Technologies Institute, Greece Ryerson University, Canada University of Avignon, France Universidade Federal do ABC, Santo Andre, Brazil Institute of Communication and Computer Systems, Athens, Greece Landshut University of Applied Sciences, Germany Kennesaw State University Marietta, USA University of North Carolina at Wilmington, USA University of Arizona, Arizona, USA

Organization

Samson Lasaulce Yee Wei Law Gyu Myoung Lee Jeremie Leguay Huawei Xinrong Li Zihuai Lin Marco Listanti Francesco Longo Valeria Loscrí Abdallah Makhoul Taras Maksymyuk Mohammad Matin Rick McGeer Daniel Sadoc Menasché Lynda Mokdad Mort Naraghi-Pour Husnu Narman Septimiu Nechifor Alexis Olivereau Al-Sakib Khan Pathan Shashikant Patil Marcin Piotr Pawłowski Thinagaran Perumal Khalid Rahhali Imane Rahmouni Fernando Ramirez-Mireles Shahid Raza Mounir Rifi Joel Rodrigues Carlos Rolim Yassine Rouichek Giuseppe Ruggeri Rachid Saadane Essaid Sabir Sergio Saponara Alonso Silva Bell Labs Dhananjay Singh Houbing Song Susanna Spinsante Razvan Stanica Theodoros Tsiftsis

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CNRS - Supelec, Gif-sur-Yvette, France University of South Australia, Mawson Lakes, Australia Liverpool John Moores University, UK Technologies, France Research Center, Paris, France University of North Texas, Denton, USA University of Sydney, Australia University of Rome La Sapienza, Italy Università di Messina, Italy Inria Lille-Nord Europe, France University of Franche-Comté, France Korea University, Korea Universiti Teknologi Brunei, Brunei Darussalam US Ignite, Orinda, USA Federal University of Rio de Janeiro, Brazil University of Paris-Est, France Louisiana State University, Baton Rouge, USA Clemson University, USA Siemens SRL, Romania CEA, LIST, Gif-sur-Yvette, France Southeast University, Bangladesh SVKMs NMiMS Mumbai, India Amalner Maharashtra, India Jagiellonian University, Poland University Putra Malaysia, Serdang, Malaysia Mohamed V University, Rabat, Morocco LIMS, FSDM, Sidi Mohamed Ben Abdallah University, Fez, Morocco Instituto Tecnologico Autonomo, Mexico City, Mexico SICS Swedish ICT, Kista, Sweden ESTC, Hassan II University of Casablanca, Morocco National Institute of Telecommunications, Santa Rita do Sapucaí, Brazil Federal University of Rio Grande do Sul, Brazil University of Technology of Belfort Montbelliard, France University of Reggio Calabria, Italy Ecole Hassania des Travaux Publiques, Casablanca, Morocco ENSEM, Hassan II University of Casablanca, Morocco University of Pisa, Italy Nozay, France Hankuk University of Foreign Studies, Korea West Virginia University, Montgomery, USA Università Politecnica delle Marche, Ancona, Italy INSA Lyon, Villeurbanne, France Nazarbayev University, Astana, Kazakhstan

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Organization

Bruno Tuffin Félix Villanueva Yunsheng Wang Yiran Xu Zakaria Ye Huiyue Yi Jie Zeng Haijun Zhang Adel Al-Hezmi Gholamreza Alirezaei Abdelhamid Belmekki Nabil Benamar Mustapha Benjillali Igor Bisio Leila Boulahia Lin X. Cai Zhuo Chen Stefano Chessa Mohamed El Kamili Ahmed El Maliani Drissi Mourad El Yadari Alexandros Fragkiadakis Sye Loong Keoh Mohammed-Amine Koulali Franck Le Gall Zoubir Mammeri Tom Pfeifer Mustafa Rafique Vasanthan Raghavan Slim Rekhis Carlos Rolim Jorge Sá Silva Mohamed Nabil Saidi Omid Taghizadeh Fernando Terroso-Saenz Ali Saman Tosun Tzu-Chieh Tsai Yang Xiao Zbigniew Zielinski

Inria Rennes - Bretagne Atlantique, France University of Castilla-La Mancha, Ciudad Real, Spain Kettering University, Flint, USA Utah State University, McLean, USA University of Avignon, France Shanghai Research Center for Wireless Communications, P.R. China Tsinghua University, Beijing, P.R. China University of Science and Technology Beijing, P.R. China Fraunhofer Institute Fokus, Germany RWTH Aachen University, Germany National Institute of Posts and Telecommunications, Morocco Moulay Ismail University, Morocco National Institute of Posts and Telecommunications, Morocco University of Genoa, Italy University of Technology of Troyes, France Illinois Institute of Technology, USA Rutgers University, USA Università di Pisa, Italy Sidi Mohammed Ben Abdellah University, Fez, Morocco Sidi Mohammed Ben Abdellah University, Fez, Morocco Moulay Ismail University, Morocco Institute of Computer Science, FORTH, Greece University of Glasgow, UK Hassan I University of Oujda, Morocco Easy Global Market, France Paul Sabatier University, France IoT Consult Europe, Germany IBM Research, Ireland Qualcomm, Inc., USA SUP’COM, University of Carthage, Tunisia Federal University of Rio Grande do Sul, Brazil University of Coimbra, Portugal INSEA, Rabat, Morocco RWTH Aachen University, Germany University of Murcia, Spain University of Texas at San Antonio, USA National Chengchi University, Taiwan The University of Alabama, USA Military University of Technology, Poland

Abstracts of Keynote Talks

5G is Just Around the Corner; So What is Next? Halim Yanikomeroglu

Abstract. Since the completion of the first 4G LTE standard in the late 2000s, the research community has been conceiving 5G, mainly from two tangled angles, the novel use cases and the enabling technologies. At the time of the writing of this book, the 5G standardization process has already started; the first 5G standards are scheduled to be finalized in the late 2010s. The 5G is expected to evolve throughout the 2020s; and, probably sometime in the latter part of the 2020s, the 6G standardization process will start, with possible deployments in the early 2030s. It is rather early at this point to over-speculate on 6G. Nevertheless, it is possible to highlight a number of important points in light of the experience gained from the first four or five generations. The big promise of 5G is that the use cases in this generation will not be confined to the smart phone environment. Therefore, the success of 5G is closely tied to how quickly and to what extent these novel use cases will have market acceptance. Although the maturity of the 5G technologies for enabling the new use cases is essential, this is not the only factor for the success of 5G; arguably, market-readiness of these use cases will play an even more important role. One of the reasons for the great success of 4G LTE has been that the standard involved a number of technologies which were highly successful in enabling a primary use case, namely, video delivery on smart phones. At the same time, there was a great market/demand for this use case – the right synergy for success. 5G is coming with many powerful enabling technologies, many of which are highlighted in this book. However, anticipating the market adoption timeline of the 5G use cases is more difficult, as this timeline depends on factors beyond engineering. For example, the fully autonomous and connected vehicle paradigm cannot become a reality in a short time frame. A number of new use cases, such as this one, require policy and legislation chances which are inherently long processes. Therefore, during the latter part of the 2020s, when the 6G standardization is likely to occur, the discussions around many of the use cases attributed to 5G will likely to continue in the 6G context as well. 5G marks the start of a new era in wireless. The road towards 5G has been very exciting. The road towards 6G will be even more exciting…

Massive MIMO: From Channel, Antennas and SDR Towards User Fairness Sofie Pollin

Abstract. Massive MIMO is widely seen a s promising kandidate for 5G as it promises high throughput, long range, low cost or power consumption, and perfect fairness among users. We will introduce the key principles behind Massive MIMO, and highlight the main assumptions that underly it's world record performance. Then, implementation aspects will be discussed going from the signal processing algorithms to the antennas. By looking at the real measured performance as function of various implementation choices, such as the antenna elements, we will shed some new light on Massive MIMO.

Simultaneous Lightwave Information and Power Transfer (SLIPT) for Indoor IoT Applications George K. Karagiannidis

Abstract. The era of Internet-of-Things (IoT) opens up the opportunity for a number of promising applications in smart buildings, health monitoring, and predictive maintenance. It is remarkable that most of the data consumption/ generation, which are related to IoT applications, occurs in indoor environments. Motivated by this, optical wireless communication (OWC), such as visible light communications (VLC) or infrared (IR), have been recognized as promising alternative/complimentary technologies to RF, in order to give access to IoT devices in indoor applications. However, due to the strong dependence of the IoT on wireless access, their applications are constrained by the finite battery capacity of the involved devices. In this talk, for first time will be presented a framework for simultaneous optical wireless information and power transfer, which we call Simultaneous Lightwave Information and Power Transfer (SLIPT), and can be used for indoor IoT applications through VLC or IR systems.

Vehicular Communications and Networking: The Gateway to Connected Mobility Liuqing Yang

Abstract. Vehicular communications and networking is an area of significant importance in our increasingly connected and mobile world. In the past decade, this area has gained significant attention from both industry and academia for its potential of ensuring road safety, improving transportation efficiency and of enhancing travel quality. Vehicular environments are inherently challenging with doubly selective physical channels, constrained radio spectrum bandwidth resources, and constantly changing network connectivity and topology. As such, research in this area is essential for bringing to reality the many demanding vehicular applications that consist of the gateway towards the ultimate connected mobility. In this talk, I will introduce fundamentals of vehicular channels, and various practical communications and networking techniques that we particularly developed for such channels. Challenges and opportunities in this field will also be discussed to stimulate future research and development.

Contents

Context-Awareness and Autonomy Paradigms Studying Node Cooperation in Reputation Based Packet Forwarding Within Mobile Ad Hoc Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sara Berri, Vineeth Varma, Samson Lasaulce, Mohammed Said Radjef, and Jamal Daafouz

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Routing Game on the Line: The Case of Multi-players . . . . . . . . . . . . . . . . Abdelillah Karouit, Majed Haddad, Eitan Altman, and Moulay Abdellatif Lmater

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QoS-Aware Tactical Power Control for 5G Networks . . . . . . . . . . . . . . . . . Hajar El Hammouti, Essaid Sabir, and Hamidou Tembine

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A Game Theoretic Approach Against the Greedy Behavior in MAC IEEE 802.11 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mohammed-Alamine El Houssaini, Abdessadek Aaroud, Ali El Hore, and Jalel Ben-Othman

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Leveraging User Intuition to Predict Item Popularity in Social Networks . . . . Nada Sbihi, Ihsane Gryech, and Mounir Ghogho

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Quality of Experience in HTTP Adaptive Video Streaming Systems . . . . . . . Zakaria Ye, Rachid Elazouzi, and Tania Jiménez

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Community Detection Through Topic Modeling in Social Networks . . . . . . . Imane Tamimi, El Khadir Lamrani, and Mohamed El Kamili

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A Formal Framework for Adaptation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Anne Marie Amja, Abdel Obaid, Hafedh Mili, and Zahi Jarir

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A Comprehensive Study of Intelligent Transportation System Architectures for Road Congestion Avoidance . . . . . . . . . . . . . . . . . . . . . . Sara El Hamdani and Nabil Benamar Enhancing Security in Optimized Link State Routing Protocol for Mobile Ad Hoc Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Houda Moudni, Mohamed Er-rouidi, Hassan Faouzi, Hicham Mouncif, and Benachir El Hadadi A New Data Forwarding Scheme for DTNs Based on Coalition Game . . . . . Youness Larabi, Khalil Ibrahimi, and Nabil Benamar

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Impact of Link Lifetime on QoS in Mobile Ad-Hoc Networks . . . . . . . . . . . Nabil Mesbahi and Hamza Dahmouni

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Mobile Edge Networking and Virtualization A Multi-broker Cloud Architecture for the Purpose of Large Scale Sensing Applications Development . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Soumaya Bel Hadj Youssef, Slim Rekhis, and Noureddine Boudriga A Simulation Framework for IT Governance in the Context of Corporate Relocation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Rabii El Ghorfi, Mohamed El Aroussi, Mohamed Ouadou, and Driss Aboutajdine

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NGN Management with NGOSS Framework-Based IMS Use Case . . . . . . . . B. Raouyane, S. Khairi, I. Haddar, and M. Bellafkih

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Migration from Web Services to Cloud Services . . . . . . . . . . . . . . . . . . . . . Hassina Nacer, Kada Beghdad Bey, and Nabil Djebari

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Improving Attack Graph Scalability for the Cloud Through SDN-Based Decomposition and Parallel Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . Oussama Mjihil, Dijiang Huang, and Abdelkrim Haqiq

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Performance Analysis of Intrusion Detection Systems in Cloud-Based Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Rachid Cherkaoui, Mostapha Zbakh, An Braeken, and Abdellah Touhafi

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Towards Optimizing the Usability of Homomorphic Encryption in Cloud-Based Medical Image Processing . . . . . . . . . . . . . . . . . . . . . . . . . Mbarek Marwan, Ali Kartit, and Hassan Ouahmane

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A Verifiable Secret Sharing Approach for Secure MultiCloud Storage . . . . . . Kamal Benzekki, Abdeslam El Fergougui, and Abdelbaki Elbelrhiti Elalaoui

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A Priority Based Task Scheduling in Cloud Computing Using a Hybrid MCDM Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Hicham Ben Alla, Said Ben Alla, and Abdellah Ezzati

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A Novel Approach for Security in Cloud-Based Medical Image Storage Using Segmentation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mbarek Marwan, Ali Kartit, and Hassan Ouahmane

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Contents

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Ubiquitous Internet of Things: Emerging Technologies and Breakthroughs Toward Reliable Maritime Communication for a Safe Operation of Autonomous Ship . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Abdelmoula Ait Allal, Khalifa Mansouri, Mohamed Youssfi, and Mohammed Qbadou A Secure Machine-to-Machine Wireless Communication Using DNP3 Protocol for Feeder Automation in Smart Grid. . . . . . . . . . . . . Anass Lekbich, Abdelaziz Belfqih, Cherkaoui Nazha, Faissal Elmariami, Jamal Boukherouaa, Omar Sabri, and Mohamed Nouh Dazahra L-CAHASH: A Novel Lightweight Hash Function Based on Cellular Automata for RFID . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Charifa Hanin, Bouchra Echandouri, Fouzia Omary, and Souad El Bernoussi

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Group Authentication with Fault Tolerance for Internet of Things . . . . . . . . . Otmane Elmouaatamid, Mohamed Lahmer, and Mostafa Belkasmi

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Fully Distributed Indexing over a Distributed Hash Table . . . . . . . . . . . . . . Simon Désaulniers, Adrien Béraud, Alexandre Blondin Massé, and Nicolas Reynaud

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IoT-Empowered Smart Agriculture: A Real-Time Light-Weight Embedded Segmentation System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Saad Abouzahir, Mohamed Sadik, and Essaid Sabir

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Random Access Procedure Based on an Adaptive Prioritization Method for Integration of MTC in Mobile Networks . . . . . . . . . . . . . . . . . . . . . . . . Alejandro Borrajo Romero, Raquel Pérez Leal, and Ana García Armada

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Adopting Fuzzy Technique to Save Energy in Smart Home Control System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sergio Henrique Monte Santo Andrade, Edvar da Luz Oliveira, Rodrigo Dias Alfaia, Anderson Vinicius de Freitas Souto, Nandamudi Lankalapalli Vijaykumar, and Carlos Renato Lisboa Francês

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Multi-hop Clustering Solution Based on Beacon Delay for Vehicular Ad-Hoc Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Soufiane Ouahou, Slimane Bah, Zohra Bakkoury, and Abdelhakim Hafid

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F2CDM: Internet of Things for Healthcare Network Based Fog-to-Cloud and Data-in-Motion Using MQTT Protocol . . . . . . . . . . . . . . . . . . . . . . . . Istabraq M. Al-Joboury and Emad H. Al-Hemiary

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Contents

Compact Dual-Band CPW-Fed Patch Antenna for 2.45/5.80 GHz RFID Applications. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mohamed Tarbouch, Abdelkebir El Amri, and Hanae Terchoune MRA*: Parallel and Distributed Path in Large-Scale Graph Using MapReduce-A* Based Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . Wilfried Yves Hamilton Adoni, Tarik Nahhal, Brahim Aghezzaf, and Abdeltif Elbyed Study of Energy Consumption in Wireless Sensor Networks Using S-Rhombus, S-Square and S-Circle Deployment . . . . . . . . . . . . . . . . Saleh Bouarafa, Rachid Saadane, Moulay Driss Rahmani, and Driss Aboutajdine Toward a New Extension of IPv6 Addressing to Connect Non IP Objects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ali El Ksimi, Cherkaoui Leghris, and Faddoul Khoukhi

380

390

402

411

Enablers, Challenges and Applications Channel Coherence Classification with Frame-Shifting in Massive MIMO Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ahmad Abboud, Oussama Habachi, Ali Jaber, Jean-Pierre Cances, and Vahid Meghdadi Spectral Efficiency Analysis of Two-Way Massive MIMO Full-Duplex Relay Systems with Direct Link . . . . . . . . . . . . . . . . . . . . . . . Houda Chafnaji Robust Trajectory Planning for Robotic Communications Under Fading Channels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Daniel Bonilla Licea, Vineeth S. Varma, Samson Lasaulce, Jamal Daafouz, Mounir Ghogho, and Des McLernon Performance of Enhanced LTE OTDOA Positioning Approach Through Nakagami-m Fading Channel . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ilham El Mourabit, Abdelmajid Badri, Aicha Sahel, and Abdennaceur Baghdad Chaotic ZKP Based Authentication and Key Distribution Scheme in Environmental Monitoring CPS. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Wided Boubakri, Walid Abdallah, and Noureddine Boudriga Implementation and Performance Evaluation of Network Intrusion Detection Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mohammed Saber, Mohammed Ghaouth Belkasmi, Sara Chadli, and Mohamed Emharraf

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Contents

XXV

An Efficient Authentication Protocol for 5G Heterogeneous Networks . . . . . . Younes El Hajjaji El Idrissi, Noureddine Zahid, and Mohamed Jedra

496

An Agreement Graph-Based-Authentication Scheme for 5G Networks . . . . . . Maroua Gharam and Noureddine Boudriga

509

Green Base Station Placement for Microwave Backhaul Links . . . . . . . . . . . Alonso Silva and Antonia Maria Masucci

521

Joint Frame Detection and Channel Estimation for DCO-OFDM LiFi Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Yufei Jiang, Majid Safari, and Harald Haas

532

SIR Based Performance Analysis of Dual-Branch SC Over Correlated j ! l Fading Channels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Stefan Panic, Caslav Stefanovic, and Hranislav Milosevic

542

Performance Analysis of Asynchronous and Non Linear FBMC Systems . . . . Brahim Elmaroud, Ahmed Faqihi, and Driss Aboutajdine

550

An Improved Bernoulli Sensing Matrix for Compressive Sensing . . . . . . . . . Hamid Nouasria and Mohamed Et-tolba

562

Contribution to the Study of Beamforming at 2.4 GHz of a Smart Antenna Alimented by a 4 " 4 Butler Matrix for Wireless Applications . . . . . . . . . . . Mohamed Hanaoui and Mounir Rifi

572

Adaptive Mapping for Multiple Applications on Parallel Architectures. . . . . . Ismail Assayad and Alain Girault

584

Verification of SystemC Components Using the Method of Deduction. . . . . . Elbouanani Soumia, Assayad Ismail, and Sadik Mohammed

596

Image Segmentation by Deep Community Detection Approach . . . . . . . . . . . Youssef Mourchid, Mohammed El Hassouni, and Hocine Cherifi

607

Data Mining Approaches for Alzheimer’s Disease Diagnosis . . . . . . . . . . . . El Mehdi Benyoussef, Abdeltif Elbyed, and Hind El Hadiri

619

Image Search Engine Based on Color Histogram and Zernike Moment . . . . . Nawal Chifa, Abdelmajid Badri, Yassine Ruichek, and Aicha Sahel

632

Risk Assessment and Alert Prioritization for Intrusion Detection Systems. . . . El Mostapha Chakir, Mohamed Moughit, and Youness Idrissi Khamlichi

641

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

657